app.py

app.py

@@ -0,0 +1,47 @@
+import threading
+import cv2
+from deepface import DeepFace
+
+cap = cv2.VideoCapture(0, cv2.CAP_DSHOW)
+
+cap.set(cv2.CAP_PROP_FRAME_WIDTH, 640)
+cap.set(cv2.CAP_PROP_FRAME_HEIGHT, 480)
+
+counter = 8
+
+face_match = False
+reference_img = cv2.imread("reference.jpeg")
+
+def check_face(frame):
+    global face_match
+    try:
+        if DeepFace.verify(frame, reference_img.copy())['verified']:
+            face_match = True
+        else:
+            face_match = False
+    except ValueError:
+        face_match = False
+
+while True:
+    ret, frame = cap.read()
+
+    if ret:
+        if counter%30 ==0:
+            try:
+                threading.Thread(target=check_face, args = (frame.copy(),)).start()
+            except ValueError:
+                pass
+        counter += 1
+
+        if face_match:
+            cv2.putText(frame, "Face Match!", (20, 450), cv2.FONT_HERSHEY_SIMPLEX, 2, (0, 255, 0), 3)
+        else:
+            cv2.putText(frame, "Face Not Match!", (20, 450), cv2.FONT_HERSHEY_SIMPLEX, 2, (0, 0, 255), 3)
+
+        cv2.imshow("video", frame)
+
+    key = cv2.waitKey(1)
+    if key == ord('q'):
+        break
+
+cv2.destroyAllWindows()